{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:6YQREFMBIPOUVYHLQFDRXMYC5V","short_pith_number":"pith:6YQREFMB","canonical_record":{"source":{"id":"2504.14985","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-04-21T09:26:05Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"e47e5d792738e0af9ace3d3b2a4a9e9ac0409216a8c4cf5e88ba471e515235ca","abstract_canon_sha256":"044584dbd4b3b3590953c24c6bc08747c8fe87e553e43dae19eed0d0989d5cfb"},"schema_version":"1.0"},"canonical_sha256":"f62112158143dd4ae0eb81471bb302ed719545cbbedba77f4a280710a8448fe0","source":{"kind":"arxiv","id":"2504.14985","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.14985","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"arxiv_version","alias_value":"2504.14985v2","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.14985","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_12","alias_value":"6YQREFMBIPOU","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_16","alias_value":"6YQREFMBIPOUVYHL","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_8","alias_value":"6YQREFMB","created_at":"2026-07-05T10:53:00Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:6YQREFMBIPOUVYHLQFDRXMYC5V","target":"record","payload":{"canonical_record":{"source":{"id":"2504.14985","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-04-21T09:26:05Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"e47e5d792738e0af9ace3d3b2a4a9e9ac0409216a8c4cf5e88ba471e515235ca","abstract_canon_sha256":"044584dbd4b3b3590953c24c6bc08747c8fe87e553e43dae19eed0d0989d5cfb"},"schema_version":"1.0"},"canonical_sha256":"f62112158143dd4ae0eb81471bb302ed719545cbbedba77f4a280710a8448fe0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:53:00.099588Z","signature_b64":"PjK6zJDXzV4lWZwnnan4A9qcn+QMAv2SJe8r6dxsdpJwD8CO4enTqHA2z9f0KGQF5ykNtKxGJlTEfhLGaU9BDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f62112158143dd4ae0eb81471bb302ed719545cbbedba77f4a280710a8448fe0","last_reissued_at":"2026-07-05T10:53:00.099114Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:53:00.099114Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2504.14985","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:53:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6yRjGAMAmNqT+guco6OqFVLDP0moa1y9kTPKtpw00thXy5CTRLMPKD+NCHAvPES8Xz28B0YGEiK90aJGKuWYBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T13:29:21.602553Z"},"content_sha256":"a4fb6178e142dec85ae516235343286c55a148b9152416b9efc6fe09e5d52e2a","schema_version":"1.0","event_id":"sha256:a4fb6178e142dec85ae516235343286c55a148b9152416b9efc6fe09e5d52e2a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:6YQREFMBIPOUVYHLQFDRXMYC5V","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"aiXamine: Simplified LLM Safety and Security","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Dorde Popovic, Euisuh Jeong, Fatih Deniz, Issa Khalil, Minhaj Ahmad, Sanjay Chawla, Yazan Boshmaf","submitted_at":"2025-04-21T09:26:05Z","abstract_excerpt":"Evaluating Large Language Models (LLMs) for safety and security remains a complex task, often requiring users to navigate a fragmented landscape of ad hoc benchmarks, datasets, metrics, and reporting formats. To address this challenge, we present aiXamine, a comprehensive black-box evaluation platform for LLM safety and security. aiXamine integrates over 40 tests (i.e., benchmarks) organized into eight key services targeting specific dimensions of safety and security: adversarial robustness, code security, fairness and bias, hallucination, model and data privacy, out-of-distribution (OOD) robu"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.14985","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2504.14985/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:53:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Kyzdqm40hT9ywO/yXYp5Vxhd+D6ngi/Aq58cCNlIiBXU+FaSnlT8UVefeodSo2IT2bh3bhqGfalMtE4sZQz/Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T13:29:21.603054Z"},"content_sha256":"3d2ffd341b46a38bb071c27247aaaf4a5532aa87a249225c793e99a3c7d1d697","schema_version":"1.0","event_id":"sha256:3d2ffd341b46a38bb071c27247aaaf4a5532aa87a249225c793e99a3c7d1d697"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/bundle.json","state_url":"https://pith.science/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-11T13:29:21Z","links":{"resolver":"https://pith.science/pith/6YQREFMBIPOUVYHLQFDRXMYC5V","bundle":"https://pith.science/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/bundle.json","state":"https://pith.science/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6YQREFMBIPOUVYHLQFDRXMYC5V/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6YQREFMBIPOUVYHLQFDRXMYC5V","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"044584dbd4b3b3590953c24c6bc08747c8fe87e553e43dae19eed0d0989d5cfb","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-04-21T09:26:05Z","title_canon_sha256":"e47e5d792738e0af9ace3d3b2a4a9e9ac0409216a8c4cf5e88ba471e515235ca"},"schema_version":"1.0","source":{"id":"2504.14985","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.14985","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"arxiv_version","alias_value":"2504.14985v2","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.14985","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_12","alias_value":"6YQREFMBIPOU","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_16","alias_value":"6YQREFMBIPOUVYHL","created_at":"2026-07-05T10:53:00Z"},{"alias_kind":"pith_short_8","alias_value":"6YQREFMB","created_at":"2026-07-05T10:53:00Z"}],"graph_snapshots":[{"event_id":"sha256:3d2ffd341b46a38bb071c27247aaaf4a5532aa87a249225c793e99a3c7d1d697","target":"graph","created_at":"2026-07-05T10:53:00Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2504.14985/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Evaluating Large Language Models (LLMs) for safety and security remains a complex task, often requiring users to navigate a fragmented landscape of ad hoc benchmarks, datasets, metrics, and reporting formats. To address this challenge, we present aiXamine, a comprehensive black-box evaluation platform for LLM safety and security. aiXamine integrates over 40 tests (i.e., benchmarks) organized into eight key services targeting specific dimensions of safety and security: adversarial robustness, code security, fairness and bias, hallucination, model and data privacy, out-of-distribution (OOD) robu","authors_text":"Dorde Popovic, Euisuh Jeong, Fatih Deniz, Issa Khalil, Minhaj Ahmad, Sanjay Chawla, Yazan Boshmaf","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-04-21T09:26:05Z","title":"aiXamine: Simplified LLM Safety and Security"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.14985","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a4fb6178e142dec85ae516235343286c55a148b9152416b9efc6fe09e5d52e2a","target":"record","created_at":"2026-07-05T10:53:00Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"044584dbd4b3b3590953c24c6bc08747c8fe87e553e43dae19eed0d0989d5cfb","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-04-21T09:26:05Z","title_canon_sha256":"e47e5d792738e0af9ace3d3b2a4a9e9ac0409216a8c4cf5e88ba471e515235ca"},"schema_version":"1.0","source":{"id":"2504.14985","kind":"arxiv","version":2}},"canonical_sha256":"f62112158143dd4ae0eb81471bb302ed719545cbbedba77f4a280710a8448fe0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f62112158143dd4ae0eb81471bb302ed719545cbbedba77f4a280710a8448fe0","first_computed_at":"2026-07-05T10:53:00.099114Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:53:00.099114Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PjK6zJDXzV4lWZwnnan4A9qcn+QMAv2SJe8r6dxsdpJwD8CO4enTqHA2z9f0KGQF5ykNtKxGJlTEfhLGaU9BDw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:53:00.099588Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.14985","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a4fb6178e142dec85ae516235343286c55a148b9152416b9efc6fe09e5d52e2a","sha256:3d2ffd341b46a38bb071c27247aaaf4a5532aa87a249225c793e99a3c7d1d697"],"state_sha256":"08a771805058ec35bdfc8fa4c4ca55496448539188e4050cdec00fb2ee34733e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Q0EFlZZENgLB6M3lbxASHSbHw3Q2dWv6DIiWgxsUHje0d1HPZ86lM+FzXJCnkPa5cZTR5snvCE9o3jW+2ft1CQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T13:29:21.606683Z","bundle_sha256":"855bea77f87a6c201dd3e27d7079216ad2cbc82617c1c93b0a2d4f6c67c36678"}}